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@fhoussiau fhoussiau released this 13 Mar 14:02
· 5 commits to main since this release
v1.0.0
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Learn about vigilant mode.

Compatible with Tune Insight v1.0.0. Install with

pip install tuneinsight==1.0.0

This version includes major (mostly backwards-compatible) changes, conforming to the changes in the Tune Insight solution to v1.0.0. New features available in the solution and mirrored in the SDK include:

  • The Feasibility, Distribution and FilteredAggregation computations, which all extend aggregations for specialized use cases.
  • Automated dataset schema inference.
  • Policies at a datasource level.
  • Differentially private statistics.
  • Confidence intervals and post-processing for differentially private survival curves.
  • Screening operations for datasets.
  • Privacy budgets can be scoped at a datasource level.

The following new features were added to the SDK specifically:

  • Support for remote datasources (for non-contributing nodes).
  • A human-readable display of available project actions.

This release also includes many smaller changes aiming to improve the user experience, such as improved error messages.

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